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Sep 16, 2023 · Artificial Intelligence
Understanding DeepSort: A Classic Multi-Object Tracking Algorithm
This article introduces the fundamentals of object tracking in computer vision, explains classic algorithms such as SORT and its deep learning extension DeepSort, describes their underlying mechanisms including Kalman filtering, Hungarian assignment, feature extraction via CNNs, and provides references and code resources for further study.
CNNDeepSortHungarian Algorithm
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